{"id":"W1994064323","doi":"10.1016/j.mpaic.2013.01.003","title":"Patient selection for day surgery","year":2013,"lang":"en","type":"article","venue":"Anaesthesia & intensive care medicine","topic":"Nausea and vomiting management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Selection (genetic algorithm); Surgery; General surgery; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001899205,0.0002181076,0.0005367536,0.0002767504,0.00009982576,0.00001240435,0.00005292736,0.00008380655,0.0002437088],"category_scores_gemma":[0.002112078,0.0001586497,0.0001698365,0.0002585762,0.0001157523,0.00007332889,0.00002231497,0.0001443854,0.00009280201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446528,"about_ca_system_score_gemma":0.00006720401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005271834,"about_ca_topic_score_gemma":0.00001629766,"domain_scores_codex":[0.9985495,0.00004726007,0.0003973553,0.0003468065,0.0002963209,0.0003628014],"domain_scores_gemma":[0.994853,0.0002298164,0.000140553,0.0002678804,0.004314884,0.0001938721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001273793,0.00003751316,0.05672191,0.0002816266,0.0001557799,0.00005148226,0.002397283,0.000001628627,0.001818413,0.0004040051,0.6443867,0.2936163],"study_design_scores_gemma":[0.005458021,0.01065559,0.178395,0.003240308,0.001477572,0.0003080605,0.1070379,0.0008732856,0.01103523,0.0008116915,0.6796683,0.001039097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955366,0.001552134,0.001475176,0.03644407,0.0006364133,0.002231114,0.000002258196,0.0002020867,0.002090815],"genre_scores_gemma":[0.9678971,0.0001580178,0.0003152843,0.03012825,0.0005268563,0.0002736197,0.0001189736,0.00004402277,0.0005378558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2925772,"threshold_uncertainty_score":0.6469546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219734046194244,"score_gpt":0.2700572450844402,"score_spread":0.2478599046224978,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}